Shunjie's Notes — A collections of random things

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Activation functions
AdaGrad
AdamOptimization
AlignImages
AMGM
AnonymisedData
ArcLength
ARIMA
AStar
BackPropagation
Bag of Words
Bandit Regret
Basic Mathematics
Batch Normalization
Behavioral Economics
Bernstein Inequality
BerryEsseenTheorem
Beta Binomial Distribution
Beta Distribution
Bias Variance Decomposition KL
BiasCoinBet
BiasVarianceDecomposition
BibTeX
BinomialTheorem
Blog
Bonferroni Inequalities
Boolean Algebra
BreadthFirstSearch
BregmanDivergence
CaratheodoryTheorem
Casual Inference
CategoricalFeatures
Category Theory
CategoryTheory
CauchySchwartz
ChebyshevInequality
Checking package status
Citations fine tune
Citations in table captions
Coding
CombinationPermutation
Complexity
ComputerScience
Computing
Concentration
Conditional Expectation
Conditional Probability
ConditionalGradient
ConditionalRelativeEntropy
Contents
Convexity
Convolution Network
Cost function Mass
Coupon collector's problem
Courses
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Cpp
CppRangeVector
Cramer Distance
CramerChernoffInequality
Cross Communication
Cross Entropy
Cross Product
Cross Validation
Custom style or Packages files
CustomStyle
Cycloids
Data Compression Codes
Data Leakage
Data Processing
Dataset
DatetimeCoordinates
DecisionTheory
Deep Networks
Deep Reinforcement Learning
Dense Rationals in Reals
Determinant
Diffusion Model
DijkstraAlg
DisableIOSync
Distributions
DKWInequality
Do not Micro-optimize
Doob's Martingale
Dot Product
DotProductImage1
DotProductImage2
dotProductImage3
Draft of 'Markov Chain'
DroppedBall
DualNorm
Effects of unification
EfronSteinSteeleEq
Eigens
EMA
Empirical Distribution
Ensemble Methods
Entanglement
Entropy
EquationSet
EraserDivergence
Ergodic-Theory
ErrorFunction
ExpandableContent
Expectation
Exploratory Data Analysis
Exponential
Exposition
Faa di Bruno formula
FactorizationK2
FanoInequality
FatouLemma
Feature Generation
FeatureProcessing
FeynmanCube
Floating Images HowTo
floating-image-css
floating-image-macros
ForEachUntil iterator
ForwardKL
FubiniTheorem
Fun Mathematics
Gaussian Distribution
General
GeneralMathematics
Generating Functions
Generic Functor
Geographic Information System
GIS Terminology
Github
GitSaver
Gradient Temporal Difference
Gradient Temporal Network
GradientDescentMomentum
Graph
GraphNetwork
HideRevealText
HighDimensionalProbabilityVanHandel
HighDimensionalProbabilityVershynin
HighDimPrVC0
HighDimPrVC1
HighDimPrVC2
Hoeffding Inequality
HoldersInequality
Home
Homebrew
Hyperparameter Tuning
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Idea of Smart
Importance Sampling
Inequalities
InformationTheory
Integral Test
Integral_1
IntermediateValueTheorem
IntroduceVariables
IProjections
IrrelevantInformation
ITBookReview
ITStatistics
Jensen inequality gap
JensenInequality
JensenShannon Divergence
Juypter
Kernel Trick
KLBregman
Kraft inequality
Label Encoding
Lagrange's identity
LambertW
LargeDeviations
Latex
LatexAlgorithms
LatexBook
LatexGeneralTips
LatexMath
LatexMathBasics
LatexMultiCase
LatexTemplates
LatticePolygon
Law of Total Expectation
Learn
Learning rate decay
LearningApproach
Least Squares
LIL
Line Parsing
Linear Algebra
Linear Regression
LinearFamilyIProjection
Lipschitz function
Logistic Regression
logsum inequality
LouvainMethod
LPNorm
MAB
MachineLearning
Making decisions under uncertainty
Markov Chain
MarkovInequality
Martingale
MathCheatSheet
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MathFormatting
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MathScratchPad
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MDP theory
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MeasureSpace
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Mediant Inequality
Metrics
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Mini-batch
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MinkowskiInequality
Missing Values
ModelFreebased
MomentGeneratingFunction
Moments
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Neural Networks problems
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NNetworks FAQ
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OnlineCommunity
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OpenProblems
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Optimizing KL
OSX
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PartialMonitoring
PartialMonitoringExample1
Pascal_triangle.png
PascalTriangle
PDF
PersonalLearning
Physics
PinkTheorem
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Planet Movement
Point in Polytope
Polygon equation
Probability
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ProblemSolving
Projections
Python
PythonSnippets
Q Learning
QuadraticFormula
Quantum Computing
Quaternions
QuestionsInterested
Quick Email for Mini-batch for Coursera
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RADNOM
RandomMatrix
RandomVariable
RaoBlackwell
RaySphereIntersection
Readings
Regularization
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RejectionSampling
Relative Entropy and Statistics
RelativeEntropy
ReLU
RemovePageNumbers
Removing from unordered vector
Renyi entropy
Rescale Features
ReverseKL
Reward distribution in Reinforcement Learning
Riemann Map Theorem
RL Tips
RMSprop
RRT
Sage
SanovInequality
SaveTrees
Selection
SequentialLearning
ShoelaceFormula
showproof
SideBySideTables
sigma_normal.png
SigmaAlgebra
Sigmoid
SimpleFlow.svg
SimplexTikz.svg
Snell Law
Softmax regression
SoftPlus
SortIndex
SplitEquation
Standardization
Sterling Numbers
Stochastic Processes
sub-Exponential
sub-Gaussian
SumForwardKL
SumOfIDRVs
SumReverseKL
SVD
Talagrand's inequalities
TaylorSeries
Templating
Temporal Difference
TensorFlow
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Text Preprocessing
TextJustification
TextPreprocessing
Thompson Sampling
Thoughts on Information Theory
tiddlyimage
TiddlyWiki
Time Series
ToLearn
Total Variation
Transformer
Uniformly integrable
UniformSphere
Unity
Use amslatex packages
Use the math mode of TeX correctly
Value and Policy iteration
Variance
Variation Information
Veita Formula
VIPI.png
VonMisesFisher
Wald Inequalities
Wasserstein distance
What is value
WhenToUseNN
Word2Vec
Zeta0